COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-12-22T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note', 'ingressi_terapia_intensiva', 'note_test', 'note_casi']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note ingressi_terapia_intensiva note_test note_casi
6358 2020-12-22T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1059 176 1235 32257 ... 2203 NaN NaN 86092 1155288 773208.0 NaN 7.0 NaN NaN
6359 2020-12-22T17:00:00 ITA 9 Toscana 43.769231 11.255889 941 175 1116 10721 ... 3495 NaN NaN 116544 1806133 1035769.0 NaN 3.0 Positivi diagnosticati solo con test antigenic... NaN
6360 2020-12-22T17:00:00 ITA 10 Umbria 43.106758 12.388247 244 44 288 3441 ... 578 NaN NaN 27396 481344 245205.0 NaN 5.0 NaN NaN
6361 2020-12-22T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 90 5 95 361 ... 368 NaN NaN 7073 60537 36564.0 NaN 1.0 NaN NaN
6362 2020-12-22T17:00:00 ITA 5 Veneto 45.434905 12.338452 2672 349 3021 99557 ... 5631 NaN NaN 222588 3144621 1171789.0 Nei valori riportati per le terapie intensive ... 40.0 NaN NaN

5 rows × 24 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives ... Diagnostico Screening TotalCases NoOfTests casi_testati note ingr_ter_intens note_test note_casi Pop
Date
2020-12-18 2020-12-18 Veneto 45.434905 12.338452 2687 339 3026 94988 98014 2235 ... NaN NaN 209220 3082169 1152419.0 NaN 36.0 NaN NaN 4905854
2020-12-19 2020-12-19 Veneto 45.434905 12.338452 2596 339 2935 94881 97816 -198 ... NaN NaN 213054 3104723 1159211.0 Nei valori riportati per le terapie intensive ... 41.0 NaN NaN 4905854
2020-12-20 2020-12-20 Veneto 45.434905 12.338452 2627 339 2966 97123 100089 2273 ... NaN NaN 216923 3118226 1163566.0 Nei valori riportati per le terapie intensive ... 19.0 NaN NaN 4905854
2020-12-21 2020-12-21 Veneto 45.434905 12.338452 2649 345 2994 98480 101474 1385 ... NaN NaN 219506 3128299 1167038.0 Nei valori riportati per le terapie intensive ... 22.0 NaN NaN 4905854
2020-12-22 2020-12-22 Veneto 45.434905 12.338452 2672 349 3021 99557 102578 1104 ... NaN NaN 222588 3144621 1171789.0 Nei valori riportati per le terapie intensive ... 40.0 NaN NaN 4905854

5 rows × 23 columns

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together